Sushant Gautam, Cise Midoglu, Vajira Thambawita, Michael A. Riegler, Pål Halvorsen
Simula Metropolitan Center for Digital Engineering, Oslo, Norway
Session: Regular session 5 (11:30–13:00) · Amphitheater
Conference program: cbmi2026.sciencesconf.org/program/details
🧬 CBMI 2026 WebsiteA modular framework that extends entropy-based reliability estimation from images to video question answering. Reliability is scored with Semantic Entropy (SE), RadFlag and Vision-Amplified Semantic Entropy (VASE), tested on the SoccerChat benchmark with three 7B Video-VLMs.